Overview
Brought to you by YData
Dataset statistics
| Number of variables | 13 |
|---|---|
| Number of observations | 21003 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 2.2 MiB |
| Average record size in memory | 112.0 B |
Variable types
| TimeSeries | 9 |
|---|---|
| DateTime | 1 |
| Categorical | 3 |
Timeseries statistics
| Number of series | 9 |
|---|---|
| Time series length | 21003 |
| Starting point | 2011-11-01 00:00:00 |
| Ending point | 2014-03-31 22:00:00 |
| Period | 1 hour and 28.22 seconds |
apparentTemperature is highly overall correlated with dewPoint and 3 other fields | High correlation |
dewPoint is highly overall correlated with apparentTemperature and 3 other fields | High correlation |
humidity is highly overall correlated with visibility | High correlation |
icon is highly overall correlated with summary | High correlation |
precipType is highly overall correlated with apparentTemperature and 2 other fields | High correlation |
summary is highly overall correlated with icon | High correlation |
temperature is highly overall correlated with apparentTemperature and 3 other fields | High correlation |
visibility is highly overall correlated with humidity | High correlation |
windChillEffect is highly overall correlated with apparentTemperature and 2 other fields | High correlation |
precipType is highly imbalanced (76.8%) | Imbalance |
visibility is non stationary | Non stationary |
windBearing is non stationary | Non stationary |
temperature is non stationary | Non stationary |
dewPoint is non stationary | Non stationary |
pressure is non stationary | Non stationary |
apparentTemperature is non stationary | Non stationary |
windSpeed is non stationary | Non stationary |
humidity is non stationary | Non stationary |
windChillEffect is non stationary | Non stationary |
visibility is seasonal | Seasonal |
windBearing is seasonal | Seasonal |
temperature is seasonal | Seasonal |
dewPoint is seasonal | Seasonal |
pressure is seasonal | Seasonal |
apparentTemperature is seasonal | Seasonal |
windSpeed is seasonal | Seasonal |
humidity is seasonal | Seasonal |
windChillEffect is seasonal | Seasonal |
time has unique values | Unique |
windChillEffect has 10520 (50.1%) zeros | Zeros |
Reproduction
| Analysis started | 2024-12-18 06:47:04.944916 |
|---|---|
| Analysis finished | 2024-12-18 06:47:50.150160 |
| Duration | 45.21 seconds |
| Software version | ydata-profiling vv4.12.1 |
| Download configuration | config.json |
Variables
visibility
Numeric time series
High correlation  Non stationary  Seasonal 
| Distinct | 952 |
|---|---|
| Distinct (%) | 4.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 11.14531 |
|---|---|
| Minimum | 0.18 |
| Maximum | 16.09 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | 0.18 |
|---|---|
| 5-th percentile | 4.04 |
| Q1 | 10.09 |
| median | 12.26 |
| Q3 | 13.07 |
| 95-th percentile | 14.1 |
| Maximum | 16.09 |
| Range | 15.91 |
| Interquartile range (IQR) | 2.98 |
Descriptive statistics
| Standard deviation | 3.0978788 |
|---|---|
| Coefficient of variation (CV) | 0.27795358 |
| Kurtosis | 1.3160563 |
| Mean | 11.14531 |
| Median Absolute Deviation (MAD) | 1.08 |
| Skewness | -1.3982886 |
| Sum | 234084.95 |
| Variance | 9.5968533 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 2.063155267 × 10-23 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 13.07 | 815 | 3.9% |
| 12.13 | 557 | 2.7% |
| 13.52 | 516 | 2.5% |
| 12.26 | 508 | 2.4% |
| 16.09 | 239 | 1.1% |
| 13.5 | 181 | 0.9% |
| 12.68 | 177 | 0.8% |
| 12.81 | 172 | 0.8% |
| 13.02 | 171 | 0.8% |
| 12.84 | 168 | 0.8% |
| Other values (942) | 17499 |
| Value | Count | Frequency (%) |
| 0.18 | 1 | |
| 0.26 | 1 | |
| 0.27 | 1 | |
| 0.31 | 1 | |
| 0.32 | 1 | |
| 0.37 | 1 | |
| 0.39 | 1 | |
| 0.45 | 2 | |
| 0.48 | 1 | |
| 0.5 | 1 |
| Value | Count | Frequency (%) |
| 16.09 | 239 | |
| 16.01 | 11 | 0.1% |
| 15.96 | 1 | < 0.1% |
| 15.93 | 1 | < 0.1% |
| 15.92 | 1 | < 0.1% |
| 15.9 | 1 | < 0.1% |
| 15.88 | 2 | < 0.1% |
| 15.85 | 1 | < 0.1% |
| 15.84 | 3 | < 0.1% |
| 15.82 | 2 | < 0.1% |
windBearing
Numeric time series
Non stationary  Seasonal 
| Distinct | 360 |
|---|---|
| Distinct (%) | 1.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 195.86849 |
|---|---|
| Minimum | 0 |
| Maximum | 359 |
| Zeros | 45 |
| Zeros (%) | 0.2% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | 0 |
|---|---|
| 5-th percentile | 32 |
| Q1 | 121.5 |
| median | 217 |
| Q3 | 256 |
| 95-th percentile | 331 |
| Maximum | 359 |
| Range | 359 |
| Interquartile range (IQR) | 134.5 |
Descriptive statistics
| Standard deviation | 90.661391 |
|---|---|
| Coefficient of variation (CV) | 0.46286868 |
| Kurtosis | -0.7329996 |
| Mean | 195.86849 |
| Median Absolute Deviation (MAD) | 53 |
| Skewness | -0.45117202 |
| Sum | 4113826 |
| Variance | 8219.4879 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.009080761 × 10-21 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 239 | 166 | 0.8% |
| 215 | 153 | 0.7% |
| 253 | 153 | 0.7% |
| 241 | 153 | 0.7% |
| 248 | 153 | 0.7% |
| 219 | 153 | 0.7% |
| 212 | 151 | 0.7% |
| 229 | 150 | 0.7% |
| 242 | 148 | 0.7% |
| 238 | 148 | 0.7% |
| Other values (350) | 19475 |
| Value | Count | Frequency (%) |
| 0 | 45 | |
| 1 | 28 | |
| 2 | 25 | |
| 3 | 39 | |
| 4 | 28 | |
| 5 | 35 | |
| 6 | 34 | |
| 7 | 39 | |
| 8 | 20 | |
| 9 | 25 |
| Value | Count | Frequency (%) |
| 359 | 35 | |
| 358 | 43 | |
| 357 | 39 | |
| 356 | 41 | |
| 355 | 27 | |
| 354 | 33 | |
| 353 | 34 | |
| 352 | 36 | |
| 351 | 38 | |
| 350 | 35 |
temperature
Numeric time series
High correlation  Non stationary  Seasonal 
| Distinct | 2670 |
|---|---|
| Distinct (%) | 12.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 10.340575 |
|---|---|
| Minimum | -5.16 |
| Maximum | 26.06 |
| Zeros | 1 |
| Zeros (%) | < 0.1% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | -5.16 |
|---|---|
| 5-th percentile | 1.42 |
| Q1 | 6.445 |
| median | 9.87 |
| Q3 | 14.19 |
| 95-th percentile | 20.12 |
| Maximum | 26.06 |
| Range | 31.22 |
| Interquartile range (IQR) | 7.745 |
Descriptive statistics
| Standard deviation | 5.5971968 |
|---|---|
| Coefficient of variation (CV) | 0.54128489 |
| Kurtosis | -0.33990246 |
| Mean | 10.340575 |
| Median Absolute Deviation (MAD) | 3.79 |
| Skewness | 0.23303731 |
| Sum | 217183.09 |
| Variance | 31.328612 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 5.127138118 × 10-5 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 9.13 | 35 | 0.2% |
| 7.54 | 31 | 0.1% |
| 9.11 | 31 | 0.1% |
| 8.07 | 30 | 0.1% |
| 7.48 | 30 | 0.1% |
| 9.08 | 30 | 0.1% |
| 9.16 | 29 | 0.1% |
| 10.27 | 29 | 0.1% |
| 10.33 | 29 | 0.1% |
| 9.62 | 29 | 0.1% |
| Other values (2660) | 20700 |
| Value | Count | Frequency (%) |
| -5.16 | 1 | |
| -5.04 | 1 | |
| -4.89 | 1 | |
| -4.46 | 1 | |
| -4.43 | 1 | |
| -4.17 | 1 | |
| -4.11 | 1 | |
| -3.99 | 1 | |
| -3.87 | 1 | |
| -3.86 | 1 |
| Value | Count | Frequency (%) |
| 26.06 | 3 | |
| 26.04 | 1 | < 0.1% |
| 26.03 | 2 | |
| 26.02 | 1 | < 0.1% |
| 26.01 | 1 | < 0.1% |
| 25.99 | 1 | < 0.1% |
| 25.98 | 1 | < 0.1% |
| 25.92 | 2 | |
| 25.9 | 2 | |
| 25.89 | 1 | < 0.1% |
time
Date
Unique 
| Distinct | 21003 |
|---|---|
| Distinct (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 328.2 KiB |
| Minimum | 2011-11-01 00:00:00 |
|---|---|
| Maximum | 2014-03-31 22:00:00 |
| Invalid dates | 0 |
| Invalid dates (%) | 0.0% |
dewPoint
Numeric time series
High correlation  Non stationary  Seasonal 
| Distinct | 2375 |
|---|---|
| Distinct (%) | 11.3% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 6.4756149 |
|---|---|
| Minimum | -9.98 |
| Maximum | 18.88 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | -9.98 |
|---|---|
| 5-th percentile | -2.01 |
| Q1 | 2.81 |
| median | 6.53 |
| Q3 | 10.26 |
| 95-th percentile | 14.52 |
| Maximum | 18.88 |
| Range | 28.86 |
| Interquartile range (IQR) | 7.45 |
Descriptive statistics
| Standard deviation | 5.0098099 |
|---|---|
| Coefficient of variation (CV) | 0.77364234 |
| Kurtosis | -0.47661831 |
| Mean | 6.4756149 |
| Median Absolute Deviation (MAD) | 3.73 |
| Skewness | -0.1234626 |
| Sum | 136007.34 |
| Variance | 25.098195 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.732825598 × 10-9 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 8.11 | 36 | 0.2% |
| 7.64 | 35 | 0.2% |
| 8.21 | 33 | 0.2% |
| 8.13 | 33 | 0.2% |
| 7.09 | 33 | 0.2% |
| 8.07 | 33 | 0.2% |
| 5.46 | 32 | 0.2% |
| 7.56 | 30 | 0.1% |
| 8.18 | 30 | 0.1% |
| 8.16 | 30 | 0.1% |
| Other values (2365) | 20678 |
| Value | Count | Frequency (%) |
| -9.98 | 1 | |
| -9.68 | 1 | |
| -9.54 | 1 | |
| -9.42 | 1 | |
| -9.33 | 1 | |
| -8.92 | 1 | |
| -8.89 | 1 | |
| -8.67 | 1 | |
| -8.44 | 1 | |
| -8.37 | 1 |
| Value | Count | Frequency (%) |
| 18.88 | 1 | |
| 18.78 | 2 | |
| 18.67 | 1 | |
| 18.66 | 1 | |
| 18.65 | 1 | |
| 18.55 | 1 | |
| 18.52 | 1 | |
| 18.48 | 1 | |
| 18.46 | 1 | |
| 18.44 | 1 |
pressure
Numeric time series
Non stationary  Seasonal 
| Distinct | 4987 |
|---|---|
| Distinct (%) | 23.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 1014.0993 |
|---|---|
| Minimum | 975.74 |
| Maximum | 1043.32 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | 975.74 |
|---|---|
| 5-th percentile | 993.371 |
| Q1 | 1007.395 |
| median | 1014.77 |
| Q3 | 1022 |
| 95-th percentile | 1032.409 |
| Maximum | 1043.32 |
| Range | 67.58 |
| Interquartile range (IQR) | 14.605 |
Descriptive statistics
| Standard deviation | 11.407181 |
|---|---|
| Coefficient of variation (CV) | 0.011248584 |
| Kurtosis | 0.16089281 |
| Mean | 1014.0993 |
| Median Absolute Deviation (MAD) | 7.3 |
| Skewness | -0.39378573 |
| Sum | 21299127 |
| Variance | 130.12378 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 9.739354251 × 10-17 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 1018.15 | 32 | 0.2% |
| 1014.78 | 24 | 0.1% |
| 1017.77 | 19 | 0.1% |
| 1010.34 | 18 | 0.1% |
| 1017.99 | 17 | 0.1% |
| 1016.08 | 17 | 0.1% |
| 1017.87 | 17 | 0.1% |
| 1013.38 | 16 | 0.1% |
| 1014.12 | 16 | 0.1% |
| 1018.07 | 16 | 0.1% |
| Other values (4977) | 20811 |
| Value | Count | Frequency (%) |
| 975.74 | 1 | |
| 975.87 | 1 | |
| 976 | 1 | |
| 976.1 | 1 | |
| 976.12 | 1 | |
| 976.15 | 2 | |
| 976.21 | 1 | |
| 976.22 | 1 | |
| 976.25 | 1 | |
| 976.26 | 1 |
| Value | Count | Frequency (%) |
| 1043.32 | 1 | |
| 1043.21 | 1 | |
| 1043.2 | 1 | |
| 1042.85 | 1 | |
| 1042.74 | 1 | |
| 1042.63 | 1 | |
| 1042.55 | 1 | |
| 1042.45 | 1 | |
| 1042.04 | 1 | |
| 1041.95 | 1 |
apparentTemperature
Numeric time series
High correlation  Non stationary  Seasonal 
| Distinct | 2986 |
|---|---|
| Distinct (%) | 14.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 9.088136 |
|---|---|
| Minimum | -8.88 |
| Maximum | 26.19 |
| Zeros | 4 |
| Zeros (%) | < 0.1% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | -8.88 |
|---|---|
| 5-th percentile | -1.72 |
| Q1 | 3.87 |
| median | 9 |
| Q3 | 14.19 |
| 95-th percentile | 20.139 |
| Maximum | 26.19 |
| Range | 35.07 |
| Interquartile range (IQR) | 10.32 |
Descriptive statistics
| Standard deviation | 6.7663379 |
|---|---|
| Coefficient of variation (CV) | 0.74452428 |
| Kurtosis | -0.72514222 |
| Mean | 9.088136 |
| Median Absolute Deviation (MAD) | 5.16 |
| Skewness | 0.071294057 |
| Sum | 190878.12 |
| Variance | 45.783329 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 8.135756698 × 10-5 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 10.27 | 29 | 0.1% |
| 10.33 | 29 | 0.1% |
| 10.31 | 27 | 0.1% |
| 10.87 | 27 | 0.1% |
| 4.56 | 27 | 0.1% |
| 12.51 | 27 | 0.1% |
| 11.29 | 25 | 0.1% |
| 10.21 | 25 | 0.1% |
| 11.41 | 25 | 0.1% |
| 10.42 | 24 | 0.1% |
| Other values (2976) | 20738 |
| Value | Count | Frequency (%) |
| -8.88 | 1 | |
| -8.57 | 1 | |
| -8.52 | 1 | |
| -8.41 | 1 | |
| -8.36 | 1 | |
| -8.35 | 1 | |
| -8.34 | 1 | |
| -8.33 | 1 | |
| -8.26 | 1 | |
| -7.99 | 1 |
| Value | Count | Frequency (%) |
| 26.19 | 2 | |
| 26.17 | 1 | |
| 26.07 | 2 | |
| 26.06 | 2 | |
| 26.04 | 1 | |
| 26.03 | 1 | |
| 26.02 | 1 | |
| 25.99 | 1 | |
| 25.98 | 1 | |
| 25.93 | 1 |
windSpeed
Numeric time series
Non stationary  Seasonal 
| Distinct | 1095 |
|---|---|
| Distinct (%) | 5.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 3.9121764 |
|---|---|
| Minimum | 0.04 |
| Maximum | 14.8 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | 0.04 |
|---|---|
| 5-th percentile | 1 |
| Q1 | 2.43 |
| median | 3.69 |
| Q3 | 5.08 |
| 95-th percentile | 7.67 |
| Maximum | 14.8 |
| Range | 14.76 |
| Interquartile range (IQR) | 2.65 |
Descriptive statistics
| Standard deviation | 2.0279618 |
|---|---|
| Coefficient of variation (CV) | 0.51837178 |
| Kurtosis | 0.75681508 |
| Mean | 3.9121764 |
| Median Absolute Deviation (MAD) | 1.32 |
| Skewness | 0.73568459 |
| Sum | 82167.44 |
| Variance | 4.1126292 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 1.588978116 × 10-24 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 3.25 | 77 | 0.4% |
| 3.63 | 76 | 0.4% |
| 2.83 | 75 | 0.4% |
| 3.5 | 73 | 0.3% |
| 3.71 | 71 | 0.3% |
| 3.67 | 69 | 0.3% |
| 3.59 | 65 | 0.3% |
| 3.21 | 65 | 0.3% |
| 3.84 | 65 | 0.3% |
| 4.01 | 64 | 0.3% |
| Other values (1085) | 20303 |
| Value | Count | Frequency (%) |
| 0.04 | 1 | < 0.1% |
| 0.06 | 1 | < 0.1% |
| 0.08 | 2 | < 0.1% |
| 0.1 | 2 | < 0.1% |
| 0.11 | 2 | < 0.1% |
| 0.12 | 2 | < 0.1% |
| 0.13 | 2 | < 0.1% |
| 0.14 | 5 | |
| 0.15 | 3 | |
| 0.16 | 4 |
| Value | Count | Frequency (%) |
| 14.8 | 1 | |
| 14.7 | 1 | |
| 14.56 | 1 | |
| 14.53 | 1 | |
| 14.11 | 1 | |
| 13.52 | 1 | |
| 13.48 | 1 | |
| 13.42 | 1 | |
| 13.38 | 1 | |
| 13.33 | 1 |
precipType
Categorical
High correlation  Imbalance 
| Distinct | 2 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 328.2 KiB |
| Rain | |
|---|---|
| Snow | 793 |
Length
| Max length | 4 |
|---|---|
| Median length | 4 |
| Mean length | 4 |
| Min length | 4 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Rain |
|---|---|
| 2nd row | Rain |
| 3rd row | Rain |
| 4th row | Rain |
| 5th row | Rain |
Common Values
| Value | Count | Frequency (%) |
| Rain | 20210 | |
| Snow | 793 | 3.8% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| rain | 20210 | |
| snow | 793 | 3.8% |
Most occurring characters
| Value | Count | Frequency (%) |
| n | 21003 | |
| R | 20210 | |
| a | 20210 | |
| i | 20210 | |
| S | 793 | 0.9% |
| o | 793 | 0.9% |
| w | 793 | 0.9% |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 84012 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| n | 21003 | |
| R | 20210 | |
| a | 20210 | |
| i | 20210 | |
| S | 793 | 0.9% |
| o | 793 | 0.9% |
| w | 793 | 0.9% |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 84012 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| n | 21003 | |
| R | 20210 | |
| a | 20210 | |
| i | 20210 | |
| S | 793 | 0.9% |
| o | 793 | 0.9% |
| w | 793 | 0.9% |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 84012 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| n | 21003 | |
| R | 20210 | |
| a | 20210 | |
| i | 20210 | |
| S | 793 | 0.9% |
| o | 793 | 0.9% |
| w | 793 | 0.9% |
icon
Categorical
High correlation 
| Distinct | 7 |
|---|---|
| Distinct (%) | < 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 328.2 KiB |
| Partly-Cloudy-Day | |
|---|---|
| Partly-Cloudy-Night | |
| Clear-Night | |
| Clear-Day | |
| Wind | |
| Other values (2) |
Length
| Max length | 19 |
|---|---|
| Median length | 17 |
| Mean length | 14.155454 |
| Min length | 3 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Clear-Night |
|---|---|
| 2nd row | Partly-Cloudy-Night |
| 3rd row | Clear-Night |
| 4th row | Partly-Cloudy-Night |
| 5th row | Partly-Cloudy-Night |
Common Values
| Value | Count | Frequency (%) |
| Partly-Cloudy-Day | 7534 | |
| Partly-Cloudy-Night | 5073 | |
| Clear-Night | 4659 | |
| Clear-Day | 1076 | 5.1% |
| Wind | 989 | 4.7% |
| Cloudy | 979 | 4.7% |
| Fog | 693 | 3.3% |
Length
Common Values (Plot)
| Value | Count | Frequency (%) |
| partly-cloudy-day | 7534 | |
| partly-cloudy-night | 5073 | |
| clear-night | 4659 | |
| clear-day | 1076 | 5.1% |
| wind | 989 | 4.7% |
| cloudy | 979 | 4.7% |
| fog | 693 | 3.3% |
Most occurring characters
| Value | Count | Frequency (%) |
| y | 34803 | |
| l | 31928 | |
| - | 30949 | |
| a | 26952 | 9.1% |
| t | 22339 | 7.5% |
| C | 19321 | 6.5% |
| r | 18342 | 6.2% |
| d | 14575 | 4.9% |
| o | 14279 | 4.8% |
| u | 13586 | 4.6% |
| Other values (10) | 70233 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 297307 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| y | 34803 | |
| l | 31928 | |
| - | 30949 | |
| a | 26952 | 9.1% |
| t | 22339 | 7.5% |
| C | 19321 | 6.5% |
| r | 18342 | 6.2% |
| d | 14575 | 4.9% |
| o | 14279 | 4.8% |
| u | 13586 | 4.6% |
| Other values (10) | 70233 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 297307 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| y | 34803 | |
| l | 31928 | |
| - | 30949 | |
| a | 26952 | 9.1% |
| t | 22339 | 7.5% |
| C | 19321 | 6.5% |
| r | 18342 | 6.2% |
| d | 14575 | 4.9% |
| o | 14279 | 4.8% |
| u | 13586 | 4.6% |
| Other values (10) | 70233 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 297307 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| y | 34803 | |
| l | 31928 | |
| - | 30949 | |
| a | 26952 | 9.1% |
| t | 22339 | 7.5% |
| C | 19321 | 6.5% |
| r | 18342 | 6.2% |
| d | 14575 | 4.9% |
| o | 14279 | 4.8% |
| u | 13586 | 4.6% |
| Other values (10) | 70233 |
humidity
Numeric time series
High correlation  Non stationary  Seasonal 
| Distinct | 78 |
|---|---|
| Distinct (%) | 0.4% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 0.78447127 |
|---|---|
| Minimum | 0.23 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | 0.23 |
|---|---|
| 5-th percentile | 0.51 |
| Q1 | 0.7 |
| median | 0.81 |
| Q3 | 0.89 |
| 95-th percentile | 0.96 |
| Maximum | 1 |
| Range | 0.77 |
| Interquartile range (IQR) | 0.19 |
Descriptive statistics
| Standard deviation | 0.13733204 |
|---|---|
| Coefficient of variation (CV) | 0.17506319 |
| Kurtosis | 0.17931688 |
| Mean | 0.78447127 |
| Median Absolute Deviation (MAD) | 0.09 |
| Skewness | -0.85558883 |
| Sum | 16476.25 |
| Variance | 0.01886009 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 6.299533957 × 10-18 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 0.9 | 818 | 3.9% |
| 0.87 | 793 | 3.8% |
| 0.88 | 743 | 3.5% |
| 0.93 | 738 | 3.5% |
| 0.89 | 682 | 3.2% |
| 0.86 | 678 | 3.2% |
| 0.91 | 673 | 3.2% |
| 0.85 | 671 | 3.2% |
| 0.84 | 654 | 3.1% |
| 0.96 | 653 | 3.1% |
| Other values (68) | 13900 |
| Value | Count | Frequency (%) |
| 0.23 | 1 | < 0.1% |
| 0.24 | 1 | < 0.1% |
| 0.25 | 2 | < 0.1% |
| 0.26 | 4 | |
| 0.27 | 2 | < 0.1% |
| 0.28 | 1 | < 0.1% |
| 0.29 | 2 | < 0.1% |
| 0.3 | 6 | |
| 0.31 | 6 | |
| 0.32 | 5 |
| Value | Count | Frequency (%) |
| 1 | 30 | 0.1% |
| 0.99 | 142 | 0.7% |
| 0.98 | 77 | 0.4% |
| 0.97 | 253 | 1.2% |
| 0.96 | 653 | |
| 0.95 | 504 | |
| 0.94 | 579 | |
| 0.93 | 738 | |
| 0.92 | 575 | |
| 0.91 | 673 |
summary
Categorical
High correlation 
| Distinct | 13 |
|---|---|
| Distinct (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 328.2 KiB |
| Partly Cloudy | |
|---|---|
| Mostly Cloudy | |
| Clear | |
| Overcast | |
| Foggy | |
| Other values (8) |
Length
| Max length | 24 |
|---|---|
| Median length | 13 |
| Mean length | 10.629243 |
| Min length | 5 |
Unique
| Unique | 0 ? |
|---|---|
| Unique (%) | 0.0% |
Sample
| 1st row | Clear |
|---|---|
| 2nd row | Partly Cloudy |
| 3rd row | Clear |
| 4th row | Partly Cloudy |
| 5th row | Partly Cloudy |
Common Values
| Value | Count | Frequency (%) |
| Partly Cloudy | 6548 | |
| Mostly Cloudy | 6059 | |
| Clear | 5735 | |
| Overcast | 979 | 4.7% |
| Foggy | 693 | 3.3% |
| Breezy And Mostly Cloudy | 385 | 1.8% |
| Breezy And Partly Cloudy | 267 | 1.3% |
| Breezy | 195 | 0.9% |
| Breezy And Overcast | 83 | 0.4% |
| Windy And Mostly Cloudy | 29 | 0.1% |
| Other values (3) | 30 | 0.1% |
Length
| Value | Count | Frequency (%) |
| cloudy | 13291 | |
| partly | 6818 | |
| mostly | 6473 | |
| clear | 5735 | |
| overcast | 1071 | 3.0% |
| breezy | 930 | 2.6% |
| and | 776 | 2.2% |
| foggy | 693 | 1.9% |
| windy | 59 | 0.2% |
Most occurring characters
| Value | Count | Frequency (%) |
| l | 32317 | |
| y | 28264 | |
| o | 20457 | |
| C | 19026 | |
| 14843 | 6.6% | |
| r | 14554 | 6.5% |
| t | 14362 | 6.4% |
| d | 14126 | 6.3% |
| a | 13624 | 6.1% |
| u | 13291 | 6.0% |
| Other values (15) | 38382 |
Most occurring categories
| Value | Count | Frequency (%) |
| (unknown) | 223246 |
Most frequent character per category
(unknown)
| Value | Count | Frequency (%) |
| l | 32317 | |
| y | 28264 | |
| o | 20457 | |
| C | 19026 | |
| 14843 | 6.6% | |
| r | 14554 | 6.5% |
| t | 14362 | 6.4% |
| d | 14126 | 6.3% |
| a | 13624 | 6.1% |
| u | 13291 | 6.0% |
| Other values (15) | 38382 |
Most occurring scripts
| Value | Count | Frequency (%) |
| (unknown) | 223246 |
Most frequent character per script
(unknown)
| Value | Count | Frequency (%) |
| l | 32317 | |
| y | 28264 | |
| o | 20457 | |
| C | 19026 | |
| 14843 | 6.6% | |
| r | 14554 | 6.5% |
| t | 14362 | 6.4% |
| d | 14126 | 6.3% |
| a | 13624 | 6.1% |
| u | 13291 | 6.0% |
| Other values (15) | 38382 |
Most occurring blocks
| Value | Count | Frequency (%) |
| (unknown) | 223246 |
Most frequent character per block
(unknown)
| Value | Count | Frequency (%) |
| l | 32317 | |
| y | 28264 | |
| o | 20457 | |
| C | 19026 | |
| 14843 | 6.6% | |
| r | 14554 | 6.5% |
| t | 14362 | 6.4% |
| d | 14126 | 6.3% |
| a | 13624 | 6.1% |
| u | 13291 | 6.0% |
| Other values (15) | 38382 |
windChillEffect
Numeric time series
High correlation  Non stationary  Seasonal  Zeros 
| Distinct | 1579 |
|---|---|
| Distinct (%) | 7.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | -1.2524387 |
|---|---|
| Minimum | -7 |
| Maximum | 0.45 |
| Zeros | 10520 |
| Zeros (%) | 50.1% |
| Memory size | 328.2 KiB |
Quantile statistics
| Minimum | -7 |
|---|---|
| 5-th percentile | -4.12 |
| Q1 | -2.57 |
| median | 0 |
| Q3 | 0 |
| 95-th percentile | 0 |
| Maximum | 0.45 |
| Range | 7.45 |
| Interquartile range (IQR) | 2.57 |
Descriptive statistics
| Standard deviation | 1.5560423 |
|---|---|
| Coefficient of variation (CV) | -1.24241 |
| Kurtosis | -0.64141627 |
| Mean | -1.2524387 |
| Median Absolute Deviation (MAD) | 0 |
| Skewness | -0.79847266 |
| Sum | -26304.97 |
| Variance | 2.4212677 |
| Monotonicity | Not monotonic |
| Augmented Dickey-Fuller test p-value | 4.887897053 × 10-13 |
Gap statistics
| number of gaps | 26 |
|---|---|
| min | 3 hours |
| max | 13 hours |
| mean | 7 hours, 11 minutes and 32.62 seconds |
| std | 2 hours, 53 minutes and 5.9 seconds |
| Value | Count | Frequency (%) |
| 0 | 10520 | |
| 0.09 | 45 | 0.2% |
| 0.04 | 43 | 0.2% |
| -2.47 | 39 | 0.2% |
| 0.07 | 38 | 0.2% |
| 0.05 | 36 | 0.2% |
| -2.97 | 35 | 0.2% |
| 0.11 | 33 | 0.2% |
| -2.5 | 32 | 0.2% |
| 0.02 | 32 | 0.2% |
| Other values (1569) | 10150 |
| Value | Count | Frequency (%) |
| -7 | 1 | |
| -6.99 | 1 | |
| -6.95 | 1 | |
| -6.95 | 1 | |
| -6.93 | 2 | |
| -6.92 | 1 | |
| -6.9 | 1 | |
| -6.89 | 1 | |
| -6.89 | 1 | |
| -6.88 | 2 |
| Value | Count | Frequency (%) |
| 0.45 | 1 | < 0.1% |
| 0.45 | 1 | < 0.1% |
| 0.43 | 2 | |
| 0.42 | 1 | < 0.1% |
| 0.42 | 1 | < 0.1% |
| 0.41 | 2 | |
| 0.4 | 2 | |
| 0.39 | 2 | |
| 0.38 | 4 | |
| 0.36 | 1 | < 0.1% |
Interactions
Correlations
| apparentTemperature | dewPoint | humidity | icon | precipType | pressure | summary | temperature | visibility | windBearing | windChillEffect | windSpeed | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| apparentTemperature | 1.000 | 0.867 | -0.272 | 0.154 | 0.695 | 0.073 | 0.090 | 0.991 | 0.130 | 0.021 | 0.832 | -0.008 |
| dewPoint | 0.867 | 1.000 | 0.152 | 0.082 | 0.605 | -0.045 | 0.060 | 0.864 | -0.074 | -0.026 | 0.727 | -0.016 |
| humidity | -0.272 | 0.152 | 1.000 | 0.232 | 0.073 | -0.161 | 0.165 | -0.303 | -0.568 | -0.079 | -0.040 | -0.256 |
| icon | 0.154 | 0.082 | 0.232 | 1.000 | 0.095 | 0.122 | 0.817 | 0.152 | 0.408 | 0.119 | 0.153 | 0.350 |
| precipType | 0.695 | 0.605 | 0.073 | 0.095 | 1.000 | 0.266 | 0.070 | 0.995 | 0.131 | 0.164 | 0.319 | 0.121 |
| pressure | 0.073 | -0.045 | -0.161 | 0.122 | 0.266 | 1.000 | 0.136 | 0.040 | 0.041 | 0.047 | 0.147 | -0.332 |
| summary | 0.090 | 0.060 | 0.165 | 0.817 | 0.070 | 0.136 | 1.000 | 0.081 | 0.340 | 0.102 | 0.122 | 0.432 |
| temperature | 0.991 | 0.864 | -0.303 | 0.152 | 0.995 | 0.040 | 0.081 | 1.000 | 0.159 | 0.027 | 0.773 | 0.081 |
| visibility | 0.130 | -0.074 | -0.568 | 0.408 | 0.131 | 0.041 | 0.340 | 0.159 | 1.000 | 0.208 | -0.049 | 0.228 |
| windBearing | 0.021 | -0.026 | -0.079 | 0.119 | 0.164 | 0.047 | 0.102 | 0.027 | 0.208 | 1.000 | 0.008 | 0.042 |
| windChillEffect | 0.832 | 0.727 | -0.040 | 0.153 | 0.319 | 0.147 | 0.122 | 0.773 | -0.049 | 0.008 | 1.000 | -0.272 |
| windSpeed | -0.008 | -0.016 | -0.256 | 0.350 | 0.121 | -0.332 | 0.432 | 0.081 | 0.228 | 0.042 | -0.272 | 1.000 |
Missing values
Sample
| visibility | windBearing | temperature | time | dewPoint | pressure | apparentTemperature | windSpeed | precipType | icon | humidity | summary | windChillEffect | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2011-11-01 00:00:00 | 13.63 | 160 | 13.49 | 2011-11-01 00:00:00 | 11.48 | 1008.14 | 13.49 | 3.11 | Rain | Clear-Night | 0.88 | Clear | 0.0 |
| 2011-11-01 01:00:00 | 13.26 | 154 | 12.73 | 2011-11-01 01:00:00 | 11.58 | 1007.88 | 12.73 | 3.08 | Rain | Partly-Cloudy-Night | 0.93 | Partly Cloudy | 0.0 |
| 2011-11-01 02:00:00 | 12.94 | 161 | 13.65 | 2011-11-01 02:00:00 | 12.14 | 1007.09 | 13.65 | 3.71 | Rain | Clear-Night | 0.91 | Clear | 0.0 |
| 2011-11-01 03:00:00 | 12.99 | 170 | 14.13 | 2011-11-01 03:00:00 | 12.24 | 1006.50 | 14.13 | 3.95 | Rain | Partly-Cloudy-Night | 0.88 | Partly Cloudy | 0.0 |
| 2011-11-01 04:00:00 | 12.92 | 180 | 14.17 | 2011-11-01 04:00:00 | 12.59 | 1006.14 | 14.17 | 3.97 | Rain | Partly-Cloudy-Night | 0.90 | Partly Cloudy | 0.0 |
| 2011-11-01 05:00:00 | 13.29 | 187 | 14.21 | 2011-11-01 05:00:00 | 12.57 | 1006.31 | 14.21 | 3.76 | Rain | Partly-Cloudy-Night | 0.90 | Partly Cloudy | 0.0 |
| 2011-11-01 06:00:00 | 10.70 | 224 | 13.89 | 2011-11-01 06:00:00 | 12.61 | 1006.64 | 13.89 | 2.53 | Rain | Partly-Cloudy-Night | 0.92 | Mostly Cloudy | 0.0 |
| 2011-11-01 07:00:00 | 11.02 | 245 | 13.02 | 2011-11-01 07:00:00 | 11.01 | 1007.15 | 13.02 | 2.49 | Rain | Partly-Cloudy-Day | 0.88 | Mostly Cloudy | 0.0 |
| 2011-11-01 08:00:00 | 12.21 | 242 | 12.48 | 2011-11-01 08:00:00 | 10.54 | 1008.09 | 12.48 | 1.66 | Rain | Partly-Cloudy-Day | 0.88 | Partly Cloudy | 0.0 |
| 2011-11-01 09:00:00 | 12.59 | 247 | 12.16 | 2011-11-01 09:00:00 | 10.61 | 1008.88 | 12.16 | 3.17 | Rain | Partly-Cloudy-Day | 0.90 | Mostly Cloudy | 0.0 |
| visibility | windBearing | temperature | time | dewPoint | pressure | apparentTemperature | windSpeed | precipType | icon | humidity | summary | windChillEffect | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2014-03-31 13:00:00 | 15.50 | 177 | 16.37 | 2014-03-31 13:00:00 | 7.16 | 1012.89 | 16.37 | 2.93 | Rain | Clear-Day | 0.54 | Clear | 0.0 |
| 2014-03-31 14:00:00 | 15.50 | 172 | 16.01 | 2014-03-31 14:00:00 | 7.43 | 1012.42 | 16.01 | 2.59 | Rain | Partly-Cloudy-Day | 0.57 | Mostly Cloudy | 0.0 |
| 2014-03-31 15:00:00 | 15.50 | 149 | 16.28 | 2014-03-31 15:00:00 | 7.46 | 1012.09 | 16.28 | 2.67 | Rain | Partly-Cloudy-Day | 0.56 | Mostly Cloudy | 0.0 |
| 2014-03-31 16:00:00 | 15.55 | 142 | 15.85 | 2014-03-31 16:00:00 | 7.86 | 1011.74 | 15.85 | 2.87 | Rain | Partly-Cloudy-Day | 0.59 | Mostly Cloudy | 0.0 |
| 2014-03-31 17:00:00 | 16.09 | 134 | 15.74 | 2014-03-31 17:00:00 | 7.93 | 1011.52 | 15.74 | 2.29 | Rain | Partly-Cloudy-Day | 0.60 | Mostly Cloudy | 0.0 |
| 2014-03-31 18:00:00 | 14.81 | 122 | 15.41 | 2014-03-31 18:00:00 | 7.28 | 1011.59 | 15.41 | 1.98 | Rain | Clear-Day | 0.58 | Clear | 0.0 |
| 2014-03-31 19:00:00 | 14.15 | 130 | 14.62 | 2014-03-31 19:00:00 | 7.68 | 1011.83 | 14.62 | 1.58 | Rain | Partly-Cloudy-Night | 0.63 | Partly Cloudy | 0.0 |
| 2014-03-31 20:00:00 | 14.07 | 141 | 13.62 | 2014-03-31 20:00:00 | 7.91 | 1011.98 | 13.62 | 1.14 | Rain | Partly-Cloudy-Night | 0.68 | Partly Cloudy | 0.0 |
| 2014-03-31 21:00:00 | 12.96 | 135 | 13.03 | 2014-03-31 21:00:00 | 7.96 | 1011.97 | 13.03 | 1.11 | Rain | Clear-Night | 0.71 | Clear | 0.0 |
| 2014-03-31 22:00:00 | 13.13 | 110 | 12.51 | 2014-03-31 22:00:00 | 7.97 | 1011.83 | 12.51 | 0.94 | Rain | Clear-Night | 0.74 | Clear | 0.0 |